The mechanistic revolution demonstrated that mathematical and structural descriptions, not Aristotelian substantial forms, yield genuine predictive and explanatory power over natural phenomena.
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A major shift in scientific thinking (roughly 1600s-1700s) where people started explaining nature using math and physical laws instead of older philosophical ideas—basically, treating the world like a machine with predictable parts rather than a mysterious living thing.
Predictive and explanatory power(as used in epistemology and philosophy of science)
The ability of a theory or description to both predict what will happen in the future and explain why things happen the way they do—for example, if you can predict where a ball will land AND explain why gravity causes it, that's strong explanatory power.